
Artificial intelligence is rapidly automating routine engineering tasks that once consumed weeks, forcing consultancies to rethink the traditional billable‑hour model. Mike Rustell outlines three possible fee structures—value‑based pricing, hybrid fixed‑fee/time‑and‑materials, and commoditisation—each reflecting how AI compresses effort while liability remains. The shift also threatens mid‑level staffing, creating a "barbell" where senior judgement is prized and junior experience erodes. Smaller AI‑native firms and data‑rich contractors are poised to out‑compete legacy consultancies by offering faster, integrated services.

Swiss researchers at Empa have demonstrated a novel bridge‑deck strengthening technique that embeds heat‑activated iron‑based shape memory alloy (Fe‑SMA) bars within an ultra‑high‑performance fibre‑reinforced concrete (UHPFRC) overlay. Laboratory and large‑scale tests on 5 m cantilever slabs showed that the Fe‑SMA/UHPFRC system...

7 Steel UK is scaling a fully domestic, circular steel model that turns the UK’s 8 Mt of annual scrap into low‑carbon billets using an electric arc furnace. By keeping scrap in‑country, the company shortens supply chains, boosts material traceability and cuts embodied...